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Supply chain management (SCM) measurements such as demand volume in order management, product quality in manufacturing processes, capacity usage in production management, traffic costs in transportation management, and so on is very important in SCM. The accuracy of the forecasting is very important for the application of effective SCM. According to the chaotic and non-linear characters of activities...
Accurate power load forecasting is important for electric power system, for it guarantees its economical and safe operation. Electricity load forecasting is complex to conduct due to its nonlinearity of influenced factors. According to the chaotic and nonlinear characters analyze of power load data, the model of support vector machines (SVM) based on Lyapunov exponents was established. The time series...
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